“Satya helped us optimize our Neo4j schema and queries. The performance improvement was huge. Very quick in identifying issues and suggesting the right fix.”
Senior Data Engineer, MNC
Pinned
“His understanding of embeddings, hybrid search, and RAG evaluation is exceptional. He helped us greatly improve our search accuracy.”
Ai lead Engineer
Pinned
“Delivered a clean Python ingestion workflow with clear documentation. Reliable, fast, and easy to work with.”
Data Engineering Manager
Pinned
“Satya explains concepts clearly and solves issues quickly. His guidance saved us days of effort.”
I’m a Data Engineer working in an MNC, specializing in graph databases (Neo4j), semantic search, RAG pipelines, vector embeddings, and Python ETL workflows.
I help engineers, founders, and technical teams solve problems like:
Designing or debugging Neo4j schemas
Optimizing Cypher queries for performance
Building embedding pipelines
Implementing hybrid search (BM25 + embeddings)
Evaluating search/retrieval quality (Precision@K, nDCG, MRR)
Setting up end-to-end RAG systems
Building AI agents using LangChain/OpenAI
Python ingestion and data processing workflows
If you're stuck, running into errors, or need architecture guidance, book a session and I’ll help you solve it quickly.
